Description

This analysis provides a forecast of XRP prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2024-12-08 00:00:00+00:00 1.706276 2.062435 2.497248 3.074825 3.833671 4.813704 6.203924e+00
2024-12-15 00:00:00+00:00 1.244266 1.674057 2.279504 3.227347 4.738923 7.183037 1.173856e+01
2024-12-22 00:00:00+00:00 0.942437 1.359139 2.004982 3.140692 5.237940 9.316061 1.907021e+01
2024-12-29 00:00:00+00:00 0.794296 1.211855 1.912373 3.274863 6.152697 12.862783 3.394190e+01
2025-01-05 00:00:00+00:00 0.678124 1.080066 1.797229 3.310316 6.891499 16.734698 5.746485e+01
2025-01-12 00:00:00+00:00 0.578064 0.950754 1.647517 3.213959 7.280682 20.162088 8.959296e+01
2025-01-19 00:00:00+00:00 0.505395 0.854743 1.535226 3.155095 7.739122 24.434481 1.447016e+02
2025-01-26 00:00:00+00:00 0.472906 0.826523 1.549887 3.396698 9.228323 34.888707 3.258074e+02
2025-02-02 00:00:00+00:00 0.439609 0.789970 1.537345 3.566527 10.650043 48.191187 7.775885e+02
2025-02-09 00:00:00+00:00 0.400257 0.734203 1.469255 3.561107 11.466944 60.504797 1.725648e+03
2025-02-16 00:00:00+00:00 0.361752 0.674248 1.379167 3.461759 11.860845 71.555736 3.742162e+03
2025-02-23 00:00:00+00:00 0.337613 0.641443 1.347480 3.531760 13.096639 94.753848 1.455152e+04
2025-03-02 00:00:00+00:00 0.320516 0.622311 1.347802 3.715978 15.167791 139.380613 2.287674e+05
2025-03-09 00:00:00+00:00 0.298944 0.590137 1.308701 3.755375 16.582462 188.624033 4.370142e+08
2025-03-16 00:00:00+00:00 0.273154 0.544887 1.226630 3.611696 16.799491 222.244533 NaN
2025-03-23 00:00:00+00:00 0.260601 0.529077 1.221859 3.761323 19.191458 339.625804 NaN
2025-03-30 00:00:00+00:00 0.245737 0.505756 1.191623 3.800693 20.930112 482.731926 NaN
2025-04-06 00:00:00+00:00 0.227953 0.473220 1.129271 3.685147 21.344149 595.070296 NaN
2025-04-13 00:00:00+00:00 0.213266 0.446796 1.080805 3.614923 22.131905 771.784350 NaN
2025-04-20 00:00:00+00:00 0.208954 0.445906 1.108904 3.902661 26.904869 1616.395194 NaN
2025-04-27 00:00:00+00:00 0.202586 0.438940 1.117071 4.105545 31.453198 3378.711454 NaN
2025-05-04 00:00:00+00:00 0.192270 0.420483 1.085447 4.099058 33.623303 5625.352332 NaN
2025-05-11 00:00:00+00:00 0.180665 0.397472 1.035525 3.980313 34.168796 7977.577561 NaN